309 citations · 501 across the 11 of their papers we have counts for
3 papers · 2 filters
Cascade RCNN for MIDOG Challenge
Salar Razavi, Fariba Dambandkhameneh, Dimitri Androutsos +2
Mitotic counts are one of the key indicators of breast cancer prognosis. However, accurate mitotic cell counting is still a difficult problem and is labourious. Automated methods h…
Adapting to Unseen Vendor Domains for MRI Lesion Segmentation
Brandon Mac, Alan R. Moody, April Khademi
One of the key limitations in machine learning models is poor performance on data that is out of the domain of the training distribution. This is especially true for image analysis…
FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow
Sergiu Mocanu, Alan R. Moody, April Khademi
We propose FlowReg, a deep learning-based framework for unsupervised image registration for neuroimaging applications. The system is composed of two architectures that are trained…